Welcome to Karim’s Blog 👋

Hi, I’m Karim, an an Engineer who is passionate about building smart and scalable AI systems that help humanity focus on the more important. In this blog, I share my learning notes and some articles across various fields, following the Learn in Public methodology.

Image from [The Development of AI Infrastructure](https://gcore.com/learning/evolution-of-ai-infrastructure)

AI Infrastructure is Something Different

AI workloads are forcing a fundamental shift in computing infrastructure, driving data centers back to integrated, mainframe-style systems optimized for massive bandwidth and sustained computation.

An illustration that shows the difference between LLMs and humans in the way ther perceive the web. Generated by [SORA](https://openai.com/sora/)

PLAN-AND-ACT: New blueprint for building more capable and reliable AI agents

PLAN-AND-ACT is a novel AI agent architecture that significantly improves performance in complex, goal-directed tasks on the web by separating high-level planning from low-level execution and training both components with an innovative reverse-engineered synthetic data pipeline.

Generated image from [Leonardo AI](https://leonardo.ai/)

Understanding AI Coding Agents: Architectures, Challenges, and Future Scope

AI coding assistants enhance productivity by suggesting improvements, while AI coding agents aim for higher autonomy by reasoning about complex problems